Trae1ounG / Awesome-Parametric-Knowledge-in-LLMsLinks
Must-read papers and blogs about parametric knowledge mechanism in LLMs.
☆34Updated 7 months ago
Alternatives and similar repositories for Awesome-Parametric-Knowledge-in-LLMs
Users that are interested in Awesome-Parametric-Knowledge-in-LLMs are comparing it to the libraries listed below
Sorting:
- [ICML'25] Our study systematically investigates massive values in LLMs' attention mechanisms. First, we observe massive values are concen…☆86Updated 6 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆90Updated last year
- Accepted LLM Papers in NeurIPS 2024☆37Updated last year
- This paper list focuses on the theoretical and empirical analysis of language models, especially large language models (LLMs). The papers…☆96Updated last year
- This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.☆235Updated last week
- [NeurIPS 2025] Implementation for the paper "The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning"☆138Updated last month
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆88Updated 10 months ago
- ☆189Updated 7 months ago
- ☆292Updated 5 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆134Updated 9 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆137Updated 4 months ago
- [ICML 2024] Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibrati…☆46Updated last year
- 📜 Paper list on decoding methods for LLMs and LVLMs☆67Updated last month
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆196Updated 2 weeks ago
- [ACL 2024] The official codebase for the paper "Self-Distillation Bridges Distribution Gap in Language Model Fine-tuning".☆138Updated last year
- ☆57Updated 5 months ago
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆128Updated 9 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆92Updated 2 months ago
- The official repository of NeurIPS'25 paper "Ada-R1: From Long-Cot to Hybrid-CoT via Bi-Level Adaptive Reasoning Optimization"☆20Updated last month
- Implementation code for ACL2024:Advancing Parameter Efficiency in Fine-tuning via Representation Editing☆14Updated last year
- Code associated with Tuning Language Models by Proxy (Liu et al., 2024)☆126Updated last year
- A Sober Look at Language Model Reasoning☆89Updated last month
- Code for "CREAM: Consistency Regularized Self-Rewarding Language Models", ICLR 2025.☆27Updated 10 months ago
- A comprehensive collection of process reward models.☆127Updated 2 months ago
- AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models, ICLR 2025 (Outstanding Paper)☆380Updated 2 months ago
- ☆70Updated 8 months ago
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆71Updated 8 months ago
- [ACL' 25] The official code repository for PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models.☆85Updated 10 months ago
- ☆55Updated 6 months ago
- [SIGIR'24] The official implementation code of MOELoRA.☆186Updated last year